Publisher review:Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C. Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C with support for both fully connected and sparsely connected networks. Cross-platform execution in both fixed and floating point are supported.
It includes a framework for easy handling of training data sets. It is easy to use, versatile, well documented, and fast. PHP, C , .NET, Ada, Python, Delphi, Octave, Ruby, Pure Data and Mathematica bindings are available. A reference manual accompanies the library with examples and recommendations on how to use the library. A graphical user interface is also available for the library.
Features:
- Multilayer Artificial Neural Network Library in C
- Backpropagation training (RPROP, Quickprop, Batch, Incremental)
- Evolving topology training which dynamically builds and trains the ANN (Cascade2)
- Easy to use (create, train and run an ANN with just three function calls)
- Fast (up to 150 times faster execution than other libraries)
- Versatile (possible to adjust many parameters and features on-the-fly)
- Cross-platform (configure script for linux and unix, dll files for windows, project files for MSVC and Borland compilers are also reported to work)
- Several different activation functions implemented (including stepwise linear functions for that extra bit of speed)
- Easy to save and load entire ANNs
- Can use both floating point and fixed point numbers (actually both float, double and int are available)
- Cache optimized (for that extra bit of speed)
- Framework for easy handling of training data sets
- Graphical Interface
- C Bindings
- PERL Bindings
- PHP Extension
- Python Bindings
- Delphi Bindings
- .NET Bindings
- Mathematica Extension
- Octave Extension
- Squeak Smalltalk bindings
Fast Artificial Neural Network Library 2.1.0b is a C/C++ script for Earth Sciences scripts design by Steffen Nissen.
It runs on following operating system: Windows / Linux / Mac OS / BSD / Solaris.
Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C.
Operating system:Windows / Linux / Mac OS / BSD / Solaris